26Feb 2019

TYPE-2 FUZZY SUPERVISOR FOR A STAND-ALONE SYSTEM USING PMSG VARIABLE SPEED WIND TURBINE.

  • Department Of Electrical Engineering, College Of Engineering Shaqra University Dawadmi, Kingdom Of Saudi Arabia.
Crossref Cited-by Linking logo

  • Abstract
  • Keywords
  • References
  • Cite This Article as
  • Corresponding Author

In this paper treats the smart management for a stand-alone system using a wind energy conversion system (WECS) based on variable speed synchronous generator and battery system for storing the extra wind energy. The smart management is ensured by a type-fuzzy supervisor, which allows obtain an optimal behavior of the system and to ensure the load requirement. Simulation results are presented to show that the performances of proposed method et its capacity to guarantee a good energy efficiency and to involves battery life extending.

  1. Sinha, ?A Power System Reliability Evaluation Technique and Education Tool for Wind Energy Integration?.Arizona State University, 2012.
  2. Singh, D. Zindani, A. K. Roy, and K. Kumar, ?Application of Renewable Energy System With Fuzzy Logic?, in Advanced Fuzzy Logic Approaches in Engineering Science, IGI Global, 2019, pp. 284?309.
  3. E. Saady, E. A. Ibrahim, H. Ziedan, and M. M. Soliman, ?Analysis of wind turbine driven permanent magnet synchronous generator under different loading conditions?, Innov. Syst. Des. Eng., vol. 4, no. 14, 2013.
  4. Ramsumar, ?The control of power electronic converters for grid code compliance in wind energy generation systems?. 2015.
  5. H. Qazi and M. W. Mustafa, ?Mitigation of Load Harmonics from Grid Connected Wind Turbine: Using Shunt Active Power Filter?. UniversitiTeknologi Malaysia, 2016.
  6. Bubshait, ?Wind Farm Advanced Modeling and Control for Smart-Grid Support?. Colorado School of Mines, 2018.
  7. N. I. Sarkar, L. G. Meegahapola, and M. Datta, ?Reactive Power Management in Renewable Rich Power Grids: A Review of Grid-Codes, Renewable Generators, Support Devices, Control Strategies and Optimization Algorithms?, IEEE Access, 2018.
  8. Faquir, A. Yahyaouy, H. Tairi, and J. Sabor, ?Energy management in a hybrid PV/wind/battery system using a type-1 fuzzy logic computer algorithm?, Int. J. Intell. Eng. Informatics, vol. 4, no. 3?4, pp. 229?244, 2016.
  9. Vural, O. Erdinc, and M. Uzunoglu, ?Parallel combination of FC and UC for vehicular power systems using a multi-input converter-based power interface?, Energy Convers. Manag., vol. 51, no. 12, pp. 2613?2622, 2010.
  10. Gurin, D. Lefebvre, A. B. Mboup, J.-Y. Pard, E. Lemains, and P. A. S. Ndiaye, ?Hybrid modeling for performance evaluation of multisource renewable energy systems?, IEEE Trans. Autom. Sci. Eng., vol. 8, no. 3, pp. 570?580, 2011.
  11. Zerkaoui, ?Online Hierarchical Controller for Hybrid Power System?, ISRN Renew. Energy, vol. 2012, 2012.
  12. Ciabattoni, M. Grisostomi, G. Ippoliti, and S. Longhi, ?Household Electrical Consumption Modeling through Fuzzy Logic Approach?.
  13. E. Addisu, ?Intelligent load frequency control in an isolated wind-solar PV-micro turbine-diesel based micro-grid using V2G integration?. UiTNorgesarktiskeuniversitet, 2017.
  14. Dey, ?A coordinated control of PMSG based wind turbine generator to improve fault-ride-through performance and transient stability?, 2018.
  15. D. Mipoung, ?Enhancement of Frequency Support Capabilities of Type 1 and Type 2 Wind Turbines?. Concordia University, 2012.
  16. N. Karnik and J. M. Mendel, ?Introduction to type-2 fuzzy logic systems?, in Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on, 1998, vol. 2, pp. 915?920.
  17. N. Karnik and J. M. Mendel, ?Type-2 fuzzy logic systems: type-reduction?, in Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on, 1998, vol. 2, pp. 2046?2051.
  18. Hamouda et al., ?Type-2 Fuzzy Logic Predictive Control of a Grid Connected Wind Power Systems with Integrated Active Power Filter Capabilities?, J. Power Electron., vol. 17, no. 6, pp. 1587?1599, 2017.

[AlnufaielafiS. (2019); TYPE-2 FUZZY SUPERVISOR FOR A STAND-ALONE SYSTEM USING PMSG VARIABLE SPEED WIND TURBINE. Int. J. of Adv. Res. 7 (Feb). 1041-1049] (ISSN 2320-5407). www.journalijar.com

ALNUFAIE Lafi
SHAQRA UNIVERSITY

DOI:

Article DOI: 10.21474/IJAR01/8577      
DOI URL: https://dx.doi.org/10.21474/IJAR01/8577

Download Full Paper

Download PDF No. of Downloads: 15 | No. of Views: 44